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Development of Mobile Social Network Systems Using Real-Time Facial Authentication and Collaborative Recommendations
Joint Authors
Kwon, Hyeong-Joon
Kim, Dong-Ju
Hong, Kwang-Seok
Source
International Journal of Distributed Sensor Networks
Issue
Vol. 2013, Issue - (31 Dec. 2013), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-12-10
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Telecommunications Engineering
Information Technology and Computer Science
Abstract EN
We propose a location-based mobile social networking system (SNS) that integrates biometric facial authentication using a modified local directional pattern (MLDP), collaborative content recommendations, and communication among users.
The proposed system is an effective fusion of a traditional social networking system, a location-based system, and a provider of intelligent recommendations.
The prototype and service scenario in this study show possibilities for technical advancement and the future extension of mobile social networking services.
To verify the proposed system, we performed experiments to determine the recognition rate for a user’s facial image on a real-world smartphone and the preference prediction accuracy of a collaborative filtering-based recommendation system.
Through our implementation and preference prediction experiments, we confirmed that the proposed system is highly effective and applicable to convergence using a location-based service and a content recommender.
American Psychological Association (APA)
Kwon, Hyeong-Joon& Kim, Dong-Ju& Hong, Kwang-Seok. 2013. Development of Mobile Social Network Systems Using Real-Time Facial Authentication and Collaborative Recommendations. International Journal of Distributed Sensor Networks،Vol. 2013, no. -, pp.1-13.
https://search.emarefa.net/detail/BIM-500807
Modern Language Association (MLA)
Kwon, Hyeong-Joon…[et al.]. Development of Mobile Social Network Systems Using Real-Time Facial Authentication and Collaborative Recommendations. International Journal of Distributed Sensor Networks Vol. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-500807
American Medical Association (AMA)
Kwon, Hyeong-Joon& Kim, Dong-Ju& Hong, Kwang-Seok. Development of Mobile Social Network Systems Using Real-Time Facial Authentication and Collaborative Recommendations. International Journal of Distributed Sensor Networks. 2013. Vol. 2013, no. -, pp.1-13.
https://search.emarefa.net/detail/BIM-500807
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-500807